datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
massive-templates
Purpose. This dataset was collected specifically for intent-parser benchmarking, independently from any OVOS skill. Skill-derived utterances tend to overfit the exact phrasings a plugin was tuned on; this data is drawn from a disjoint source so it measures whether an OVOS intent plugin generalizes rather than memorizes. It is part of the OVOS intent-classification datasets used by the OVOS Plugin Arena intent benchmark.
Funding
Developed by TigreGotico for OpenVoiceOS as part… See the full description on the dataset page: https://huggingface.co/datasets/OpenVoiceOS/massive-templates.workflow-templatesovos-intents-v5-templates
OVOS intent corpus v6.1
This is the intent corpus for the OpenVoiceOS skill fleet. Each row is one utterance with the
intent label it belongs to. The corpus is built from the locale resource files of the skills
themselves, so it grows when the fleet gains locales.
Both splits ship here. Pin the tag v6.1 to get one build of both. The repository name says
v5 on purpose: consumers pin it by name, and the version of the content is the tag.
This is a candidate. The intent-engine lane… See the full description on the dataset page: https://huggingface.co/datasets/OpenVoiceOS/ovos-intents-v5-templates.hass-intent-templates
Purpose. This dataset was collected specifically for intent-parser benchmarking, independently from any OVOS skill. Skill-derived utterances tend to overfit the exact phrasings a plugin was tuned on; this data is drawn from a disjoint source so it measures whether an OVOS intent plugin generalizes rather than memorizes. It is part of the OVOS intent-classification datasets used by the OVOS Plugin Arena intent benchmark.
Funding
Developed by TigreGotico for OpenVoiceOS as part… See the full description on the dataset page: https://huggingface.co/datasets/OpenVoiceOS/hass-intent-templates.legal-draft-templatesmmlu-qwen3-5shot-no_chat_template_details-private
Dataset Card for Evaluation run of Qwen/Qwen3-30B-A3B-Instruct-2507
Dataset automatically created during the evaluation run of model Qwen/Qwen3-30B-A3B-Instruct-2507
The dataset is composed of 56 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/mklasby/mmlu-qwen3-5shot-no_chat_template_details-private.ernest-nuclei-templates-v3
Ernest Nuclei Templates Dataset v3
A comprehensive dataset for training models to generate Nuclei security scanning templates from vulnerability descriptions.
Dataset Description
This dataset contains 11,590 training examples for generating Nuclei YAML templates in JSON IR (Intermediate Representation) format from structured vulnerability specifications.
Format
Each training example consists of:
id: Unique identifier (CVE ID, CWE ID, or template name)
prompt:… See the full description on the dataset page: https://huggingface.co/datasets/OzLabs/ernest-nuclei-templates-v3.discrim-eval-templated
Discrim-Eval Templated
An adaptation of Anthropic/discrim-eval using strict templating for tighter experimental control.
Overview
This dataset contains three configs built from the same 65 base scenarios, for evaluating demographic biases in LLM decision-making. Each scenario asks a yes/no question where "yes" is favorable to the person being evaluated (e.g., approving a loan, granting a promotion).
explicit (default): 520 prompts (65 scenarios × 4 races × 2… See the full description on the dataset page: https://huggingface.co/datasets/self-model/discrim-eval-templated.dfm11-danish-template-instantiator-training
dfm11-danish-template-instantiator-training
Independently accepted Danish template-instantiator supervision produced by the DFM-owned FineInstructions reproduction pipeline.
Rows retain generation and audit provenance. Local filesystem paths are removed.
The synthetic release does not broaden rights attached to upstream grounding
or query sources; consult each row's source provenance and upstream terms.
ernest-nuclei-templates-v1-instruct
Ernest Nuclei Templates Dataset v1 (Instruction Format)
This is a restructured version of the Ernest Nuclei Templates dataset optimized for instruction tuning.
Format
Each example has this structure:
{
"instruction": "Generate a Nuclei template for CVE-2024-1234",
"input": "Title: XSS in Product\nSummary: Description...\nSeverity: high",
"output": "id: cve-2024-1234\n\ninfo:\n name: ...\n\nhttp:\n - method: GET\n ...",
"category": "cve",
"severity": "high"… See the full description on the dataset page: https://huggingface.co/datasets/guychuk/ernest-nuclei-templates-v1-instruct.fullstack-templatesmobile_sft_chat_template
Mobile Sft Chat Template
Dataset Description
Mobile QA dataset in chat template format for SFT with Unsloth/TRL. Each example contains messages with role-content pairs ready for chat model fine-tuning.
Dataset Summary
Total Examples: 11,328
Task: Conversational
Language: English
Format: JSONL (one JSON object per line)
Dataset Structure
Example Entry
{
"messages": [
{
"role": "user",
"content": "What is mobile… See the full description on the dataset page: https://huggingface.co/datasets/sujitpandey/mobile_sft_chat_template.research-article-template-editor-datasynthetic_open-instruct_template_v4research-article-template-editor-copy-test-datasynthetic_open-instruct_template_v2shuffled-chat-template-datasynthetic_open-instruct_template_v1nuclei-template-generation-dataset-2.3K
nuclei-template-generation-dataset-2.3K
Description:
A specialized instruction-tuning dataset of 2350 examples for training large language models to generate Nuclei YAML templates. Each example consists of a fixed instruction, a structured JSON input describing a vulnerability (CVE, product, HTTP details, detection logic), and the corresponding valid Nuclei template as output. The dataset was constructed from the official Nuclei Templates repository (HTTP… See the full description on the dataset page: https://huggingface.co/datasets/NormanRey/nuclei-template-generation-dataset-2.3K.synthetic_open-instruct_template_v5skymizer__Llama2-7b-sft-chat-custom-template-dpo-details
Dataset Card for Evaluation run of skymizer/Llama2-7b-sft-chat-custom-template-dpo
Dataset automatically created during the evaluation run of model skymizer/Llama2-7b-sft-chat-custom-template-dpo
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/skymizer__Llama2-7b-sft-chat-custom-template-dpo-details.hf5940-template-bd544cfallm-rag-optimized-schema-templates
Schema.org JSON-LD Templates Optimized for LLM RAG Retrieval (2026)
Curated dataset of Schema.org JSON-LD templates designed, tested, and optimized for Retrieval-Augmented Generation (RAG) systems, SearchGPT, Gemini, and Claude search parsers.
Published by Pixel Office EU.
Purpose
Standard Schema.org markup is often too nested or dense for token-efficient LLM context window ingestion. These templates prioritize high-salience fields that crawlers prioritize when… See the full description on the dataset page: https://huggingface.co/datasets/pixeloffice/llm-rag-optimized-schema-templates.legal_civiles_oaxaca_llama_unsloth_template
Dataset Card for Código Civil de Oaxaca (Enriched for LLMs)
Dataset Description
Este es un dataset completo y enriquecido del Código Civil para el Estado de Oaxaca, México, formateado específicamente para el fine-tuning (SFT) de modelos de lenguaje grandes (LLMs) conversacionales.
El dataset no solo contiene el texto de los artículos legales, sino que ha sido procesado y aumentado en varias etapas para crear un recurso de alta calidad. El proceso incluye limpieza profunda… See the full description on the dataset page: https://huggingface.co/datasets/bogdanrivera/legal_civiles_oaxaca_llama_unsloth_template.camera-shot-templates
Camera Shot Templates
镜头语言模板库：镜头类型、运镜、灯光、情绪、Kling 示例 Prompt。
llama-templatesynthetic_open-instruct_template_v3ChessReasoning_OpenAIOss_Templatesynthetic_open-instruct_template_v6synthetic_open-instruct_template_v8